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AdventurousButterfly15
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17 Questions, 77 Answers
  Active since 10 January 2023
  Last activity 2 years ago

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75 × Eureka!
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
Hey, loving ClearML so far. I create an agent with 1 gpu and I am sending a task to it. But it says that it couldn’t create a docker with gpu access. How can...
3 years ago
0 Votes
6 Answers
2K Views
0 Votes 6 Answers 2K Views
I am getting CLEARML Monitor: Could not detect iteration reporting, falling back to iterations as seconds-from-start . How do fix it? The docs are not helpfu...
2 years ago
0 Votes
14 Answers
2K Views
0 Votes 14 Answers 2K Views
ClearML task execution fails trying to pull data from Gitlab. The credentials are correct (username + access token), but I get this error: remote: HTTP Basic...
3 years ago
0 Votes
21 Answers
2K Views
0 Votes 21 Answers 2K Views
3 years ago
0 Votes
3 Answers
2K Views
0 Votes 3 Answers 2K Views
I trained a model, saved it. Now I am trying to access it from another machine, but the model url is a local path. How can I download models from Clearml?
2 years ago
0 Votes
11 Answers
3K Views
0 Votes 11 Answers 3K Views
I am trying to do a remote execution of a test task, but it fails during env setup due to trying to install an obscure version of pytorch. Been trying to sol...
3 years ago
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
How can I extend a dataset? On community edition I have an existing dataset, I want to add some files and make a new version. I tried just doing a Dataset()....
2 years ago
0 Votes
4 Answers
2K Views
0 Votes 4 Answers 2K Views
How can I stop clearml from uploading temporary models? I am running cross_validation, training a bunch of models in a loop like this: models = [] for X_trai...
2 years ago
0 Votes
22 Answers
2K Views
0 Votes 22 Answers 2K Views
Why does my task execution freeze after pip installation (running agent in foreground mode)? The task is: from clearml import Task task = Task.init(project_n...
3 years ago
0 Votes
3 Answers
2K Views
0 Votes 3 Answers 2K Views
When I set agent management to conda it tries to create envs with python 3.1 and fails. Executing Conda: /home/adamastor/anaconda3/bin/conda create --yes --m...
3 years ago
0 Votes
5 Answers
2K Views
0 Votes 5 Answers 2K Views
I am training a model with Pytorch lightning. I save .ckpt checkpoints. But they never get uploaded to clearml! How do I make clearml detect the checkpoints?...
2 years ago
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
When I run a task with Dataset.get the agent requests the dataset from a weird url. adamastor.gaiavf.local in this case. 2022-10-03 17:50:17,556 - clearml.st...
3 years ago
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
Is there a way to clear ClearML caches, maybe some command? My server ran out of space and I lost a whole weekend of training. My venvs-cache folder was over...
2 years ago
0 Votes
1 Answers
2K Views
0 Votes 1 Answers 2K Views
I am saving a model with pickle, but it doesn’t show up as an artifact. Why? Task.init(..., output_uri=True) model = SklearnPipeline() ... pickle.dump(model,...
2 years ago
0 Votes
5 Answers
2K Views
0 Votes 5 Answers 2K Views
Has anyone had success using clearml with huggingface models? I create my HF Trainer with the ClearML callback, but the only thing I get in the logs is this ...
2 years ago
0 Votes
22 Answers
3K Views
0 Votes 22 Answers 3K Views
clearml-session fails ssh tunneling. It does not use key auth, instead sets up some weird password and then fails to auth: Remote machine is ready Setting up...
3 years ago
0 Votes
2 Answers
2K Views
0 Votes 2 Answers 2K Views
When I try to run any task the agent tries to mount something vscode related: 683637074988 adamastor:gpuall INFO Executing: ['docker', 'run', '-t', '--gpus',...
2 years ago
0 Clearml-Session Fails Ssh Tunneling. It Does Not Use Key Auth, Instead Sets Up Some Weird Password And Then Fails To Auth:

I can telnet the port from my mac:
(base) *[main][~/Documents/plant_age]$ telnet 192.168.1.55 10022 Trying 192.168.1.55... Connected to 192.168.1.55. Escape character is '^]'. SSH-2.0-OpenSSH_8.4p1 Debian-5+deb11u1 ^C

3 years ago
0 Why Does My Task Execution Freeze After Pip Installation (Running Agent In Foreground Mode)? The Task Is:

Freezing means that after the pip packages installation, pictured on screenshot, nothing happens. This screen hangs forever. No other output anywhere, including the web UI

3 years ago
0 Why Does My Task Execution Freeze After Pip Installation (Running Agent In Foreground Mode)? The Task Is:

I tried it.
This time agent was run with docker image python ( https://hub.docker.com/_/python )

Gets stuck on
Installing collected packages: six, python-dateutil, pathlib2, psutil, attrs, pyrsistent, jsonschema, idna, chardet, certifi, urllib3, requests, PyYAML, pyparsing, pyjwt, pyhocon, orderedmultidict, furl, future, platformdirs, filelock, distlib, virtualenv, clearml-agent
ps aux inside the container reads
` (base) boris@adamastor:~$ docker exec -it angry_edison bash
root@041c0736c...

3 years ago
0 Has Anyone Had Success Using Clearml With Huggingface Models? I Create My Hf

I also use TB.

I solved the issue by implementing my own ClearML logger

2 years ago
0 Do I Understand Correctly That Python Versions Must Match Between Client (My Mac, Sends Task For Remote Execution) And Clearml-Agent? I Don’T Really Get How The Environments Are Managed. All I Want To Do Is Take My Code And Execute It On The Agent Machin

Locally I have a conda env with some packages and a basic requirements file.
I am running this thing:
` from clearml import Task, Dataset
task = Task.init(project_name='Adhoc', task_name='Dataset test')
task.execute_remotely(queue_name="gpu")

from config import DATASET_NAME, CLEARML_PROJECT
print('Getting dataset')

dataset_path = Dataset.get(
dataset_name=DATASET_NAME,
dataset_project=CLEARML_PROJECT,
).get_local_copy()#.get_mutable_local_copy(DATASET_NAME)

print('Dataset path', d...

3 years ago
0 Do I Understand Correctly That Python Versions Must Match Between Client (My Mac, Sends Task For Remote Execution) And Clearml-Agent? I Don’T Really Get How The Environments Are Managed. All I Want To Do Is Take My Code And Execute It On The Agent Machin

On the agent side it’s trying to install different pytorch versions (even though the env already has it all configured), then fails with torch_<something>.whl is not a valid wheel for this system

3 years ago
0 When I Do

I guess I am out of ideas. The config is wrong somewhere. Maybe double check all the configs? It’s taking the value from somewhere!

3 years ago
0 Clearml-Session Fails Ssh Tunneling. It Does Not Use Key Auth, Instead Sets Up Some Weird Password And Then Fails To Auth:

The agent is started with this command:
clearml-agent --debug daemon --queue gpu --gpus 0 --foreground --docker <gitlab org registry>/project-precog/clearml_config

3 years ago
2 years ago
0 Why Does My Task Execution Freeze After Pip Installation (Running Agent In Foreground Mode)? The Task Is:

Good idea. I can just ssh into the container of task execution, right?

3 years ago
0 When I Run A Task With

When trying it I realized that my local clearml.conf had the old hostnames still ( adamastor.gaiavf.local ). Now your script returns the proper value of http://adamastor-office.periploinnovation.com:8081 . I will see if it works now!

3 years ago
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